Selective Inference on Multiple Families of Hypotheses
Selective Inference on Multiple Families of Hypotheses
Summary In many complex multiple-testing problems the hypotheses are divided into families. Given the data, families with evidence for true discoveries are selected, and hypotheses within them are tested. Neither controlling the error rate in each family separately nor controlling the error rate over all hypotheses together can assure some …